The victim was medevaced to St. Barnabas Medical Center in Livingston with serious injuries.
Authorities were trying to determine whether the man had possibly fallen asleep with a cigarette or purposely ignited the blaze, NJ Transit's Lisa Torbeck told Daily Voice.
No accelerant was found at the scene, a police source told Daily Voice.
An investigation was continuing.
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